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Rees PA, Lowy RJ. Optimizing reduction of western blotting analytical variations: Use of replicate test samples, multiple normalization methods, and sample loading positions. Anal Biochem 2023:115198. [PMID: 37302777 DOI: 10.1016/j.ab.2023.115198] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Revised: 05/23/2023] [Accepted: 05/27/2023] [Indexed: 06/13/2023]
Abstract
Western blot (WB) analysis is widely used, but obtaining consistent results can be problematic, especially when using multiple gels. This study examines WB performance by explicitly applying a method commonly used to test analytical instrumentation. Test samples were lysates from RAW 264.7 murine macrophages treated with LPS to activate MAPK and NF-kB signaling targets. Samples from the pooled cell lysates placed in every lane on multiple gels were analyzed by WBs for levels of p-ERK, ERK, IkBβ and non-target protein. Different normalization methods and sample groupings were applied to the density values and the resulting coefficients of variation (CV) and ratios of maximal to minimal values (Max/Min) were compared. Ideally with identical sample replicates the CVs would be 0 and the Max/Min 1; deviation indicating introduction of variability by the WB process. Common normalizations to reduce analytical variance, total lane protein, % Control, and p-ERK/ERK ratios, did not have the lowest CVs or Max/Min values. Normalization using the sum of target protein values combined with analytical replication most effectively reduced variability, resulting CV and Max/Min values as low as 5-10% and 1.1. These methods should allow reliable interpretation of complex experiments that require samples to be placed on multiple gels.
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Affiliation(s)
- Phyllis A Rees
- Scientific Research Department, Armed Forces Radiobiology Research Institute, Uniformed Services University of the Health Sciences, Bethesda, MD, USA
| | - R Joel Lowy
- Scientific Research Department, Armed Forces Radiobiology Research Institute, Uniformed Services University of the Health Sciences, Bethesda, MD, USA.
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BULAT TANJA, KETA OTILIJA, KORIĆANAC LELA, ŽAKULA JELENA, PETROVIĆ IVAN, RISTIĆ-FIRA ALEKSANDRA, TODOROVIĆ DANIJELA. Radiation dose determines the method for quantification of DNA double strand breaks. ACTA ACUST UNITED AC 2016; 88:127-36. [DOI: 10.1590/0001-3765201620140553] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2014] [Accepted: 02/04/2015] [Indexed: 01/24/2023]
Abstract
ABSTRACT Ionizing radiation induces DNA double strand breaks (DSBs) that trigger phosphorylation of the histone protein H2AX (γH2AX). Immunofluorescent staining visualizes formation of γH2AX foci, allowing their quantification. This method, as opposed to Western blot assay and Flow cytometry, provides more accurate analysis, by showing exact position and intensity of fluorescent signal in each single cell. In practice there are problems in quantification of γH2AX. This paper is based on two issues: the determination of which technique should be applied concerning the radiation dose, and how to analyze fluorescent microscopy images obtained by different microscopes. HTB140 melanoma cells were exposed to γ-rays, in the dose range from 1 to 16 Gy. Radiation effects on the DNA level were analyzed at different time intervals after irradiation by Western blot analysis and immunofluorescence microscopy. Immunochemically stained cells were visualized with two types of microscopes: AxioVision (Zeiss, Germany) microscope, comprising an ApoTome software, and AxioImagerA1 microscope (Zeiss, Germany). Obtained results show that the level of γH2AX is time and dose dependent. Immunofluorescence microscopy provided better detection of DSBs for lower irradiation doses, while Western blot analysis was more reliable for higher irradiation doses. AxioVision microscope containing ApoTome software was more suitable for the detection of γH2AX foci.
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Zörb C, Mühling KH, Kutschera U, Geilfus CM. Salinity stiffens the epidermal cell walls of salt-stressed maize leaves: is the epidermis growth-restricting? PLoS One 2015; 10:e0118406. [PMID: 25760715 PMCID: PMC4356557 DOI: 10.1371/journal.pone.0118406] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2014] [Accepted: 01/15/2015] [Indexed: 01/19/2023] Open
Abstract
As a result of salt (NaCl)-stress, sensitive varieties of maize (Zea mays L.) respond with a strong inhibition of organ growth. The reduction of leaf elongation investigated here has several causes, including a modification of the mechanical properties of the cell wall. Among the various tissues that form the leaf, the epidermis plays a special role in controlling organ growth, because it is thought to form a rigid outer leaf coat that can restrict elongation by interacting with the inner cell layers. This study was designed to determine whether growth-related changes in the leaf epidermis and its cell wall correspond to the overall reduction in cell expansion of maize leaves during an osmotic stress-phase induced by salt treatment. Two different maize varieties contrasting in their degree of salt resistance (i.e., the hybrids Lector vs. SR03) were compared in order to identify physiological features contributing to resistance towards salinity. Wall loosening-related parameters, such as the capacity of the epidermal cell wall to expand, β-expansin abundance and apoplastic pH values, were analysed. Our data demonstrate that, in the salt-tolerant maize hybrid which maintained leaf growth under salinity, the epidermal cell wall was more extensible under salt stress. This was associated with a shift of the epidermal apoplastic pH into a range more favourable for acid growth. The more sensitive hybrid that displayed a pronounced leaf growth-reduction was shown to have stiffer epidermal cell walls under stress. This may be attributable to the reduced abundance of cell wall-loosening β-expansin proteins following a high salinity-treatment in the nutrient solution (100 mM NaCl, 8 days). This study clearly documents that salt stress impairs epidermal wall-loosening in growth-reduced maize leaves.
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Affiliation(s)
- Christian Zörb
- Institute of Crop Science, Quality of Plant Products, University of Hohenheim, Stuttgart, Germany
| | - Karl H. Mühling
- Institute of Plant Nutrition and Soil Science, Christian-Albrechts-University Kiel, Kiel, Germany
| | | | - Christoph-Martin Geilfus
- Institute of Plant Nutrition and Soil Science, Christian-Albrechts-University Kiel, Kiel, Germany
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Geilfus CM, Ober D, Eichacker LA, Mühling KH, Zörb C. Down-regulation of ZmEXPB6 (Zea mays β-expansin 6) protein is correlated with salt-mediated growth reduction in the leaves of Z. mays L. J Biol Chem 2015; 290:11235-45. [PMID: 25750129 DOI: 10.1074/jbc.m114.619718] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2014] [Indexed: 11/06/2022] Open
Abstract
The salt-sensitive crop Zea mays L. shows a rapid leaf growth reduction upon NaCl stress. There is increasing evidence that salinity impairs the ability of the cell walls to expand, ultimately inhibiting growth. Wall-loosening is a prerequisite for cell wall expansion, a process that is under the control of cell wall-located expansin proteins. In this study the abundance of those proteins was analyzed against salt stress using gel-based two-dimensional proteomics and two-dimensional Western blotting. Results show that ZmEXPB6 (Z. mays β-expansin 6) protein is lacking in growth-inhibited leaves of salt-stressed maize. Of note, the exogenous application of heterologously expressed and metal-chelate-affinity chromatography-purified ZmEXPB6 on growth-reduced leaves that lack native ZmEXPB6 under NaCl stress partially restored leaf growth. In vitro assays on frozen-thawed leaf sections revealed that recombinant ZmEXPB6 acts on the capacity of the walls to extend. Our results identify expansins as a factor that partially restores leaf growth of maize in saline environments.
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Affiliation(s)
- Christoph-Martin Geilfus
- From the Institute of Plant Nutrition and Soil Science, Christian-Albrechts-University, Hermann-Rodewald-Strasse 2, 24118 Kiel, Germany,
| | - Dietrich Ober
- Botanical Institute and Botanical Gardens, Biochemical Ecology and Molecular Evolution, Christian-Albrechts-University, Am Botanischen Garten 1-9, 24118 Kiel, Germany
| | - Lutz A Eichacker
- Universitetet i Stavanger, Center for Organelle Research (CORE), Richard Johnsensgt. 4, N-4021, Norway, and
| | - Karl Hermann Mühling
- From the Institute of Plant Nutrition and Soil Science, Christian-Albrechts-University, Hermann-Rodewald-Strasse 2, 24118 Kiel, Germany
| | - Christian Zörb
- From the Institute of Plant Nutrition and Soil Science, Christian-Albrechts-University, Hermann-Rodewald-Strasse 2, 24118 Kiel, Germany, Institute of Crop Science, Quality of Plant Products, University Hohenheim, Schloss, Westhof West, 118, 70593 Stuttgart, Germany
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Steinberger B, Brem G, Mayrhofer C. Evaluation of SYPRO Ruby total protein stain for the normalization of two-dimensional Western blots. Anal Biochem 2015; 476:17-9. [PMID: 25640586 DOI: 10.1016/j.ab.2015.01.015] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2014] [Revised: 01/14/2015] [Accepted: 01/19/2015] [Indexed: 10/24/2022]
Abstract
Due to post-translational modifications such as phosphorylation, proteins exist as distinct charge variants. Two-dimensional (2D) gel electrophoresis followed by immunoblotting enables the detection of these isoforms. For their accurate relative quantitation in different samples, a loading control is necessary to compensate for technical errors such as imprecise sample loading or transfer. The study reveals that the combinatory approach of SYPRO Ruby and chemiluminescence-based 2D Western blot analysis exhibits high linearity and excellent reproducibility and is applicable for limited sample amounts.
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Affiliation(s)
- Birgit Steinberger
- Institute of Animal Breeding and Genetics, Department of Biomedical Sciences, University of Veterinary Medicine, A-1210 Vienna, Austria; Institute of Biotechnology in Animal Production, Department of Agrobiotechnology (IFA Tulln), University of Natural Resources and Applied Life Sciences Vienna, A-3430 Tulln, Austria.
| | - Gottfried Brem
- Institute of Animal Breeding and Genetics, Department of Biomedical Sciences, University of Veterinary Medicine, A-1210 Vienna, Austria
| | - Corina Mayrhofer
- Institute of Animal Breeding and Genetics, Department of Biomedical Sciences, University of Veterinary Medicine, A-1210 Vienna, Austria; Institute of Biotechnology in Animal Production, Department of Agrobiotechnology (IFA Tulln), University of Natural Resources and Applied Life Sciences Vienna, A-3430 Tulln, Austria
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Tang F, Zhang S, Zhala G, Huo J, Tu Y, Xu Z, Fan R, Li W, Chen X, Chen X. Gold-nanoparticle-modified polyvinylidene fluoride membranes used for western blotting with high sensitivity. RSC Adv 2014. [DOI: 10.1039/c4ra05378h] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
In this study, we report an ultrasensitive western blotting method by introducing gold nanoparticles (AuNPs) onto modified polyvinylidene fluoride (PVDF) membranes via atom transfer radical polymerization (ATRP).
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Affiliation(s)
- Fengwu Tang
- Affiliated Hospital
- Logistics University of Chinese People's Armed Police Forces
- Tianjin 300162, China
| | - Sai Zhang
- Affiliated Hospital
- Logistics University of Chinese People's Armed Police Forces
- Tianjin 300162, China
| | - Gahu Zhala
- Logistics University of Chinese People's Armed Police Forces
- Tianjin 300309, China
| | - Jingrui Huo
- Daxing Economic Development District
- Beijing Vicnovo Sci-TechCo., Ltd
- Beijing 102600, China
| | - Yue Tu
- Affiliated Hospital
- Logistics University of Chinese People's Armed Police Forces
- Tianjin 300162, China
| | - Zhongwei Xu
- Logistics University of Chinese People's Armed Police Forces
- Tianjin 300309, China
| | - Rong Fan
- Logistics University of Chinese People's Armed Police Forces
- Tianjin 300309, China
| | - Wei Li
- Logistics University of Chinese People's Armed Police Forces
- Tianjin 300309, China
| | - Xuyi Chen
- Affiliated Hospital
- Logistics University of Chinese People's Armed Police Forces
- Tianjin 300162, China
| | - Xiaoyi Chen
- Logistics University of Chinese People's Armed Police Forces
- Tianjin 300309, China
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